Prepare Data for SVD Analysis

Creating folder svd_plots/columns-tempC-months-6_7_8

Creating svd file for columns-tempC-months-6_7_8

SVD

Loading svd file for columns-tempC-months-6_7_8

Precision of SVD Resconstrucion

Full Reconstruction & Lower Rank Reconstruction

Diff: 1.5674274143781356e-14
Diff reconstruction: 0.23495765286413506

Average SVD Error

Dates to Concept - SVD_U

Towns to Concept - SVD_V

Singular Vector - SVD_S

'11581.436687690953; 597.1207868882004; 464.44986604485615; 314.3097883510276; 155.08176335051579; 149.09257041961453; 116.6249279470675; 97.52414953385816; 64.4578820394296; 60.34561917376784; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 1.1472993710703939e-12; 8.867463244017399e-13'

SVD Maps

Ploting map for k = 0

Ploting map for k = 1

Ploting map for k = 2

Ploting map for k = 3

Ploting map for k = 4

Export to HTML

[NbConvertApp] Converting notebook svd.ipynb to HTML
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[NbConvertApp] Converting notebook svd.ipynb to pdf
/home/HDD/00-Development/016-Diplomski/venv/lib/python3.9/site-packages/nbconvert/filters/datatypefilter.py:41: UserWarning: Your element with mimetype(s) dict_keys(['text/html']) is not able to be represented.
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[NbConvertApp] Support files will be in columns-tempC-months-6_7_8_svd_files/
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[NbConvertApp] Making directory ./columns-tempC-months-6_7_8_svd_files
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